Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @TrayPizzy: Not into dressin' to impress these bitches or niggas... | Mixed | Abusive | User Added |
| RT @TravelNevada: Great story of what it's REALLY like to be a camel jockey at the Camel Races in @VirginiaCity http://t.co/X02xMAVEqU #Tra… | Mixed | Safe | User Added |
| RT @Traptized: When all yo hoes hit you up at da same time.. http://t.co/VjXacSAfXT | Mixed | Abusive | User Added |
| RT @TrapicalGod: These hoes really ain't loyal 😂🙏 http://t.co/6u2kbYkQ2n | Mixed | Abusive | User Added |
| RT @TrapicalGod: If she has "You know my name not my story" in her bio you know she a hoe | Mixed | Abusive | User Added |
| RT @Trap_Jesus: RT @StrangePintura: 😭 RT @TheRealTenski: She went all the way to Home Depot just to take a sink pic I hate you hoes http://… | Mixed | Abusive | User Added |
| RT @Trap_Jesus: Never seen a nigga get laughed at when he got his test back and it was an A on that bitch. | Mixed | Abusive | User Added |
| RT @TrapPat: Allergic to: Bullshit Fuck boys Basic bitches | Mixed | Abusive | User Added |
| RT @TrapLordGrant: ain't worth it, your pussy smelled like reused soap anyways🐸☕️ | Mixed | Abusive | User Added |
| RT @TransaparenT: "Hi mom, last night I was cunt slapping when you texted me about grandpas bypass, sorry I didn't get back to you until no… | Mixed | Abusive | User Added |
| RT @TrakkBoiDelf: RT @49ant: when you tryna get bitches on LinkedIn http://t.co/UW3R0sNjvk | Mixed | Abusive | User Added |
| RT @Trackstar275: With your bitch ass... | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph